Basic Statistics

Raw Counts

Name Value
Rows 7,805
Columns 25
Discrete columns 6
Continuous columns 19
All missing columns 0
Missing observations 0
Complete Rows 7,805
Total observations 195,125
Memory allocation 1.7 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 3 columns ignored with more than 50 categories.
## Corporation: 1377 categories
## Rating.Date: 1414 categories
## Ticker: 678 categories

Bar Chart (by Rating)

## 3 columns ignored with more than 50 categories.
## Corporation: 1377 categories
## Rating.Date: 1414 categories
## Ticker: 678 categories

QQ Plot

QQ Plot (by Rating)

Correlation Analysis

## 4 features with more than 20 categories ignored!
## Corporation: 1377 categories
## Rating: 23 categories
## Rating.Date: 1414 categories
## Ticker: 678 categories

Principal Component Analysis

## 3 features with more than 50 categories ignored!
## Corporation: 1377 categories
## Rating.Date: 1414 categories
## Ticker: 678 categories

Bivariate Distribution

Boxplot (by Rating)

Scatterplot (by Rating)